US11750130B2 - Method of controlling sensorless motor for air compressor - Google Patents
Method of controlling sensorless motor for air compressor Download PDFInfo
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- US11750130B2 US11750130B2 US17/010,146 US202017010146A US11750130B2 US 11750130 B2 US11750130 B2 US 11750130B2 US 202017010146 A US202017010146 A US 202017010146A US 11750130 B2 US11750130 B2 US 11750130B2
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Images
Classifications
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P6/00—Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
- H02P6/14—Electronic commutators
- H02P6/16—Circuit arrangements for detecting position
- H02P6/18—Circuit arrangements for detecting position without separate position detecting elements
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/24—Vector control not involving the use of rotor position or rotor speed sensors
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B49/00—Control, e.g. of pump delivery, or pump pressure of, or safety measures for, machines, pumps, or pumping installations, not otherwise provided for, or of interest apart from, groups F04B1/00 - F04B47/00
- F04B49/06—Control using electricity
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04D—NON-POSITIVE-DISPLACEMENT PUMPS
- F04D25/00—Pumping installations or systems
- F04D25/02—Units comprising pumps and their driving means
- F04D25/06—Units comprising pumps and their driving means the pump being electrically driven
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04D—NON-POSITIVE-DISPLACEMENT PUMPS
- F04D25/00—Pumping installations or systems
- F04D25/02—Units comprising pumps and their driving means
- F04D25/06—Units comprising pumps and their driving means the pump being electrically driven
- F04D25/0606—Units comprising pumps and their driving means the pump being electrically driven the electric motor being specially adapted for integration in the pump
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04D—NON-POSITIVE-DISPLACEMENT PUMPS
- F04D27/00—Control, e.g. regulation, of pumps, pumping installations or pumping systems specially adapted for elastic fluids
- F04D27/001—Testing thereof; Determination or simulation of flow characteristics; Stall or surge detection, e.g. condition monitoring
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04D—NON-POSITIVE-DISPLACEMENT PUMPS
- F04D27/00—Control, e.g. regulation, of pumps, pumping installations or pumping systems specially adapted for elastic fluids
- F04D27/004—Control, e.g. regulation, of pumps, pumping installations or pumping systems specially adapted for elastic fluids by varying driving speed
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04082—Arrangements for control of reactant parameters, e.g. pressure or concentration
- H01M8/04089—Arrangements for control of reactant parameters, e.g. pressure or concentration of gaseous reactants
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04313—Processes for controlling fuel cells or fuel cell systems characterised by the detection or assessment of variables; characterised by the detection or assessment of failure or abnormal function
- H01M8/0438—Pressure; Ambient pressure; Flow
- H01M8/04395—Pressure; Ambient pressure; Flow of cathode reactants at the inlet or inside the fuel cell
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- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M8/00—Fuel cells; Manufacture thereof
- H01M8/04—Auxiliary arrangements, e.g. for control of pressure or for circulation of fluids
- H01M8/04298—Processes for controlling fuel cells or fuel cell systems
- H01M8/04694—Processes for controlling fuel cells or fuel cell systems characterised by variables to be controlled
- H01M8/04746—Pressure; Flow
- H01M8/04753—Pressure; Flow of fuel cell reactants
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/14—Estimation or adaptation of machine parameters, e.g. flux, current or voltage
- H02P21/18—Estimation of position or speed
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/24—Vector control not involving the use of rotor position or rotor speed sensors
- H02P21/32—Determining the initial rotor position
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P6/00—Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
- H02P6/20—Arrangements for starting
- H02P6/21—Open loop start
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01M—PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY
- H01M2250/00—Fuel cells for particular applications; Specific features of fuel cell system
- H01M2250/20—Fuel cells in motive systems, e.g. vehicle, ship, plane
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P2203/00—Indexing scheme relating to controlling arrangements characterised by the means for detecting the position of the rotor
- H02P2203/03—Determination of the rotor position, e.g. initial rotor position, during standstill or low speed operation
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B30/00—Energy efficient heating, ventilation or air conditioning [HVAC]
- Y02B30/70—Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
- Y02E60/30—Hydrogen technology
- Y02E60/50—Fuel cells
Definitions
- the present disclosure relates generally to a method of controlling a sensorless motor for an air compressor and, more particularly, to a method of controlling early driving of a sensorless motor for an air compressor, the method being able to overcome problems of related-art sensorless control methods and to improve control response.
- a fuel cell system is applied to a hydrogen fuel cell vehicle among eco-friendly vehicles.
- the fuel cell system includes a fuel cell stack, a hydrogen supply unit, an air supply unit, a heat and water management system, and a control unit.
- the fuel cell stack generates electric energy by electrochemical reaction of reaction gases (i.e. hydrogen acting as a fuel gas and oxygen acting as an oxidizing gas).
- the hydrogen supply unit supplies hydrogen acting as the fuel gas to the fuel cell stack.
- the air supply unit supplies air including oxygen to the fuel cell stack.
- the heat and water management system controls the operating speed of the fuel cell stack and performs a water management function.
- the control unit controls the overall operation of the fuel cell system.
- FIG. 1 is a view illustrating the configuration of a fuel cell system known in the art.
- an oxygen supply unit 10 includes a hydrogen storage (e.g. a hydrogen tank, not shown), a regulator (not shown), a hydrogen supply line 11 , a hydrogen pressure control valve (also referred to as a “hydrogen supply valve”) 12 , a hydrogen pressure sensor 13 , a hydrogen recirculator 15 , and the like.
- an air supply unit 20 includes an air supply line 21 , a filter 22 , an air blower or air compressor 23 , a humidifier 24 , and the like.
- a heat and water management system 30 includes a water trap 31 , a drain valve 32 , and the like, in addition to components, such as an electric water pump (a cooling water pump), a water tank, a radiator, and a 3-way valve, which are not shown in the drawings.
- hydrogen supply unit 10 supplying hydrogen, i.e. fuel, to a fuel cell stack 1
- hydrogen i.e. fuel
- high-pressure hydrogen supplied from the hydrogen tank by the hydrogen supply unit 10 is decompressed to a predetermined pressure by the regulator before being supplied to the fuel cell stack 1 .
- the amount of hydrogen is controlled by pressure control depending on the operating condition of the fuel cell stack 1 .
- the degree of opening of a hydrogen pressure control valve or a fuel supply valve (FSV) 12 provided on the hydrogen supply line 11 is controlled depending on required output, so that a necessary amount of hydrogen is supplied to the fuel cell stack 1 .
- a fuel cell control unit controls the degree of opening of the hydrogen pressure control valve 12 by receiving a sensing value fed back from the hydrogen pressure sensor 13 , disposed on the hydrogen supply line, in order to control the pressure and amount of hydrogen.
- a residual amount of unreacted hydrogen is discharged through an output terminal of an anode (or a hydrogen electrode or fuel electrode) or recirculated to a stack anode input terminal by the hydrogen recirculator 15 .
- the hydrogen recirculator 15 is intended to allow the unreacted hydrogen to be reused.
- the hydrogen recirculator 15 includes a recirculation line 16 extending from an exhaust line 14 , provided in an anode output side of the fuel cell stack 1 , to an anode input side.
- the hydrogen recirculator 15 includes an ejector 17 or a recirculation blower or the ejector and the recirculation blower taking in the unreacted hydrogen through the recirculation line 16 and supplying the unreacted hydrogen to the fuel cell stack 1 .
- a purge valve 18 for purging the anode side is disposed on the anode output side of the fuel cell stack 1 .
- the purge valve 18 is periodically operated to be opened and closed so that impurities, such as nitrogen and water, are discharged and removed from the anode of the fuel cell stack 1 along with hydrogen. Accordingly, the rate of usage of hydrogen is improved.
- the fuel cell control unit not only controls the operating pressure of hydrogen by controlling the degree of opening of the hydrogen pressure control valve 12 , but also controls the values 18 and 32 in the air compressor 23 , the air blower, and the other components of the system.
- an air compression ratio and a required flow rate in the air compressor 23 supplying air to the fuel cells are also increasing.
- the maximum speed of the motor for compressing air in the air compressor for this purpose is also required to be increased.
- the motor of the air compressor generates a large amount of heat when operating at a high speed. Since the motor is vulnerable to heat, cooling for lowering the temperature of the motor is essentially required.
- cooling performance provided by a vehicle is limited, and thus, the ability to lower the temperature of the motor of the air compressor is limited.
- the air compressor further includes a Hall sensor, i.e. a position sensor, to control the position of the motor.
- a Hall sensor i.e. a position sensor
- the Hall sensor is vulnerable to heat.
- the motor With increases in the speed of the motor of the air compressor, the motor generates a greater amount of heat. As the temperature of the motor increases, the use of the Hall sensor may be limited.
- a motor speed may be generated by performing open-loop control for several hundreds of ms, and afterwards, sensorless control may be performed on the basis of counter electromotive force.
- the present disclosure has been made keeping in mind the above problems occurring in the related art, and the present disclosure proposes a method of controlling a sensorless motor for an air compressor and, more particularly, to a method of controlling early driving of a sensorless motor for an air compressor, the method being able to overcome problems of related-art sensorless control methods and to improve control response.
- a method of controlling a sensorless motor for an air compressor may include performing, by a controller, speed control to stop a motor of an air compressor, determining, by the controller, that the motor is in a stopped state in accordance with a speed of the motor estimated by a sensorless control logic while the speed control is being performed, determining, by the controller, a position of a rotor of the motor, finally estimated by a sensorless control logic at a point in time at which the motor is determined to be in the stopped state, to be an alignment target position, determining, by the controller, an alignment start position from the alignment target position in accordance with a predetermined alignment offset angle, controlling, by the controller, the position of the rotor of the motor to change from the determined alignment start position to the alignment target position, and performing, by the controller, sensorless control to drive the motor by setting the alignment target position to be an initial position in response to a motor drive request, in a state in which the position
- the controller may determine that the motor is in the stopped state if the speed of the motor estimated by the sensorless control logic reaches a predetermined reference speed.
- the reference speed may be determined by the controller to be a speed greater than 0 rpm.
- the controller may determine the alignment start position by subtracting the alignment offset value from the predetermined alignment target position in a direction opposite to a direction of rotation of the rotor.
- the controller may control a current applied to the motor to forcibly rotate the rotor for a predetermined forced rotor rotation time so that the position of the rotor of the motor changes from the alignment start position to the alignment target position.
- the current may be a phase current
- the controller may control a phase of a phase current applied to the motor so that the position of the rotor of the motor changes from the alignment start position to the alignment target position for the forced rotor rotation time.
- the controller may control the phase of the phase current applied to the motor so that the position of the rotor of the motor linearly changes at a predetermined rate of change.
- the controller may apply a d-axis current for moving the position of the rotor of the motor from the alignment start position to the alignment target position for a predetermined position alignment time from the point in time at which the motor is determined to be in the stopped state, and after passage of the forced rotor rotation time from the point in time at which the motor is determined to be in the stopped state, stop controlling the phase of the phase current while the d-axis current is being applied before passage of the position alignment time.
- the controller may apply the current to the motor so that the position of the rotor of the motor changes at a predetermined rate of change from the alignment start position to the alignment target position.
- the controller may apply a d-axis current to change the position of the rotor of the motor from the alignment start position to the alignment target position for a predetermined position alignment time.
- the air compressor may be an air compressor for a fuel cell system, configured to supply air to a fuel cell stack.
- the method of controlling a sensorless motor for an air compressor can improve speed control response at an early stage of the driving of the air compressor, thereby improving air supply response, stack output response, and vehicle acceleration performance of a fuel cell stack.
- the method of controlling a sensorless motor for an air compressor according to the present disclosure can overcome a rotor alignment failure problem in that a rotor may not be aligned to an intended position when the position of the rotor is aligned to a final position estimated by a sensorless control logic when the motor is stopped.
- FIG. 1 is a view illustrating the configuration of a fuel cell system known in the art
- FIG. 2 is a graph illustrating acceleration and deceleration of a typical air compressor during travel of a fuel cell vehicle
- FIG. 3 is a graph illustrating motor speeds at an early stage during open-loop control and driving in a control process of the related art
- FIGS. 4 A, 4 B, 4 C, and 4 D are graphs illustrating motor speeds in a case in which open-loop control is omitted at an early stage of the driving of the motor;
- FIG. 5 is a graph illustrating a method according to a comparative example, the method aligning the position of the rotor and performing sensorless control in the aligned position when the motor is stopped;
- FIG. 6 and FIG. 7 A are views illustrating a rotor position alignment method performed for sensorless motor control when the motor is stopped;
- FIG. 7 B is a view illustrating a case in which a d-axis current is not applied
- FIG. 8 illustrates rotor positions measured during a motor stop state when the rotor is fixed in a 180° position by applying a d-axis current during the motor stop state
- FIGS. 9 A and 9 B are views analyzing and comparing motor movement examples in which position alignment has succeeded and failed;
- FIG. 10 is a block diagram schematically illustrating the configuration of a system for controlling a sensorless motor according to the present disclosure
- FIG. 11 is a graph illustrating a method of aligning the position of a rotor when a motor is stopped in a process of controlling a sensorless motor according to the present disclosure
- FIG. 12 is a view illustrating the method of aligning the position of a rotor according to the present disclosure, in which current application states of the rotor, a stator, and stator coils, as well as magnetic flux induced to the stator, are represented;
- FIG. 13 is a graph illustrating a control method for rotor position alignment according to the present disclosure, the control method being performed when the motor is stopped;
- FIGS. 14 A and 14 B are a flowchart illustrating an overall process of controlling a sensorless motor according to the present disclosure
- FIG. 15 is a flowchart more specifically illustrating processes of setting the position alignment flag and the forced rotor rotation flag in the control unit in the process of controlling a sensorless motor according to the present disclosure
- FIG. 16 is a flowchart illustrating a process of estimating the position of the rotor in the motor stopping process according to the present disclosure.
- FIG. 17 is a flowchart illustrating a process of determining a d-axis current instruction and a q-axis current instruction in accordance with the position alignment flag in the control unit according to the present disclosure.
- the present disclosure relates to a method of controlling a sensorless motor for an air compressor and, more particularly, to a method of controlling early driving of a sensorless motor for an air compressor, the method being able to overcome problems of related-art sensorless control method and to improve control response.
- the control method according to the present disclosure can be used to control the sensorless motor for the air compressor.
- the air compressor may be the air compressor designated by reference numeral “ 23 ” in FIG. 1 supplying air to the fuel cell stack designated by reference numeral “ 1 ” in FIG. 1 .
- the motor is a motor of the air compressor
- the speed of the air compressor is the speed of the motor
- position and angle of the motor are the rotational position and the rotational angle of a rotor of the motor.
- braking means braking the motor to stop the motor, and position alignment means aligning and fixing the rotor at a predetermined position.
- FIG. 2 is a graph illustrating acceleration and deceleration of a typical air compressor during travel of a fuel cell vehicle. As illustrated in FIG. 2 , the speed of the air compressor repeats rapid acceleration and deceleration depending on the acceleration and deceleration driving pattern of a driver.
- air supply response of the fuel cell stack is determined on the basis of speed control response of the air compressor, and acts as a key factor for response performance of the output of the stack.
- the speed control response of the air compressor is a key factor during driving of a fuel cell vehicle.
- FIG. 3 is a graph illustrating motor speeds at an early stage during open-loop control and driving in a known control process.
- an air compressor without a Hall sensor (i.e. a position sensor) and a control system thereof the open-loop control over a stopped motor is started at an early stage of driving.
- the open-loop control is performed at the early stage of the driving in a case in which the driving of the motor is resumed after being stopped. Since the counter electromotive force is not generated in the stopped state of the motor, without the Hall sensor for detecting the position of the motor, it is impossible to estimate the initial position of the motor only by a related-art sensorless control logic.
- the position of the motor can be estimated by counter electromotive force generated at the predetermined motor speed. Accordingly, when the driving of the motor is resumed, the rotor of the motor is rotated using a magnetic field by generating the magnetic field in a predetermined position in the stopped state at the early stage of the driving, so that a predetermined or higher speed of the motor is provided.
- reference numeral “A” indicates a period of time of a driving start section.
- the section A is the driving start section, in which open-loop control over the motor and the early stage of the driving of the motor are performed.
- open-loop control is performed for 0.27 seconds in order to promote stabilization at the early stage of the driving of the motor.
- open-loop control causes the motor to rotate in a predetermined or higher speed, even though the open-loop control is performed for a short period of time at an early stage.
- the open-loop control is performed for average 0.27 seconds from the stopped state.
- a driving delay corresponding to a period of time of the open-loop control is present after a motor drive instruction is directed.
- a period of time before reaching a highest speed is about 1 second or less. Accordingly, the open-loop control and the driving delay for 0.27 seconds are factors of lowering the response performance by about 30%.
- FIGS. 4 A to 4 D are graphs illustrating motor speeds in a case in which open-loop control is omitted at an early stage of the driving of the motor.
- FIGS. 4 A to 4 D are intended to illustrate problems when the open-loop control is omitted.
- FIGS. 4 A to 4 D illustrate a case in which motor speed control is performed by driving the sensorless control logic by omitting open-loop control, i.e. a response lowering factor.
- speed-instability oscillation may occur for 100 ms, and intended speed control may be started after speed oscillation for a short period of time.
- torque is applied by generating a magnetic field from a known physical position of the rotor at an early stage.
- the rotor may be synchronized, and thus, the speed control can be performed.
- the initial position of the rotor can be estimated or is already known.
- a predetermined or higher speed of the motor was obtained by inevitably performing open-loop control so that the position and speed of the motor can be estimated at an early stage of the driving of the motor after being stopped.
- the open-loop control is a response degrading factor.
- a sensorless control method for driving a method may be considered.
- the rotor of the motor is moved to and fixed in a predetermined position when the motor is stopped. Afterwards, at a point in time at which the driving of the motor is resumed, the position in which the motor is fixed is used as an initial position.
- the position in which the rotor is fixed during a previous motor stop state is used as the initial position when the driving of the motor is resumed later. Accordingly, as merits, it is possible to promptly start sensorless control, and the open-loop control of the related art is unnecessary.
- a method of controlling a sensorless motor for an air compressor may be performed by a control unit or a controller, and all of control processes, which will be described later, may be performed by the control unit.
- control unit for controlling the sensorless motor may be a typical control unit for controlling a motor of an air compressor in a fuel cell system.
- the sensorless motor is a motor in which a Hall sensor for detecting a position and speed of a rotor is absent.
- the sensorless motor is provided with no Hall sensor, sensorless control of estimating the position and speed of the motor by a predetermined method and then using the estimated values must be performed to control the driving of the sensorless motor.
- the improved method for overcoming related-art problem provides a process of aligning the position of the rotor so that the rotor can be at a predetermined angle and position in a process of stopping the motor, as illustrated in FIG. 5 .
- the rotor when the motor is stopped, the rotor is fixed in a state in which the angle and position thereof are aligned. Afterwards, at an early stage of the driving in which the motor speed control is restarted, the angle and position of the rotor fixed after the alignment are used as an early angle and position, and sensorless control and speed/current control are performed from this position.
- a point T 1 in FIG. 5 is a point in time at which the motor is stopped (hereinafter, referred to as a “motor stop point”)
- a point T 2 in FIG. 5 is a point in time at which the driving of the motor is resumed and the sensorless control is resumed (hereinafter, referred to as a “restart point”).
- rotor position alignment i.e. a process of controlling the rotor to be fixed in a predetermined position when stopping the motor, is performed.
- the predetermined position may be the position of the rotor finally estimated by the sensorless control logic at a motor stop determination point, i.e., a point in time at which the control unit determines that the motor is in the stopped state satisfying a predetermined condition, as will be described later.
- the rotor When the motor is stopped as described above, the rotor is fixed in a final position aligned in a motor stopping process before the driving of the motor is resumed later.
- an initial position of the rotor in which the sensorless control is resumed is a final position of the rotor fixed after being aligned in the motor stopping process, and the sensorless control is started from the final position at a motor restart point, i.e., a point in time at which the driving of the motor is resumed.
- motor driving and sensorless control are performed using the final position, i.e., the position of the rotor aligned in the previous motor stopping process, as the initial position.
- FIG. 6 and FIG. 7 A are views illustrating an improved rotor position alignment method according to a comparative example, the method being performed for sensorless motor control when a motor is stopped
- FIG. 7 B is a view illustrating a case in which a d-axis current is not applied.
- FIG. 6 illustrates motor speeds in a motor speed control process in which the motor is accelerated after the start of the driving of the motor, is maintained at a constant speed, and then is decelerated to stop.
- control unit While the control unit is decelerating the motor to a predetermined speed to stop the motor, if the speed of the motor reaches a predetermined reference speed, the motor is determined to be in a stopped state.
- the position of the rotor finally estimated by the sensorless control logic at the motor stop determination point is determined to be a fixed position.
- the reference speed may be determined to a positive (+) speed greater than 0 rpm.
- the d-axis current for controlling the position of the rotor to the fixed position is applied to the motor so that the rotor of the motor can be fixed in the position of the rotor finally estimated by the sensorless control logic at the motor stop determination point. In this manner, the rotor is fixed in the fixed position.
- the d-axis current for moving and fixing the rotor to the fixed position is applied for a predetermined reference period of time. Due to the application of the d-axis current, the position of the rotor is moved to and fixed in the fixed position.
- control unit stops all of pulse width modulation (PWM) control processes of generating and outputting a PWM signal, and the motor stop state is maintained until the driving of the motor is resumed.
- PWM pulse width modulation
- FIG. 7 A illustrates a state in which the rotor is position-aligned
- FIG. 7 B illustrates at state in which the rotor is not position-aligned.
- FIG. 7 B A rectangular portion in FIG. 7 B , drawn with dotted lines, indicates a state in which the rotor is rotated by inertia.
- the motor Since the improved method (method of the comparative example) is applied to the sensorless motor, the motor is not provided with a Hall sensor (position sensor). However, for testing, rotor angles (i.e. Hall sensor based angles) obtained from signals are illustrated in FIGS. 7 A and 7 B .
- the “Hall sensor based angles” may be understood as indicating actual positions and angles of the rotor.
- a state in which the rotor is position-aligned by applying the d-axis current in a motor stopping process can be appreciated, and it can be appreciated that the d-axis current is applied at a stop determination point before the speed of the motor reaches 0 rpm.
- a position and angle of the rotor are moved to and fixed in a predetermined position, i.e. a position (i.e. a fixed position) finally estimated by the sensorless control logic at the stop determination point.
- the control unit if the control unit generates and outputs the PWM signal and applies the d-axis current instead of directly blocking the PWM signal when the motor is stopped, the position of the rotor can be aligned to be the position (i.e., the fixed position) finally estimated by the sensorless control logic when the motor is stopped, as can be appreciated from information regarding angles of Hall sensor signals (i.e., Hall sensor based angles).
- the position of the rotor is changed as the rotor is rotated by inertia even if no current is applied after the PWM signal is blocked. After the rotation of the rotor is continued, the rotor stops in an unknown position.
- angles i.e. Hall sensor based angles
- position sensor signals i.e., position sensor signals
- the d-axis current is applied, so that the position and angle of the rotor are aligned to be the position (i.e., fixed position) and angle of the rotor finally estimated at the stopping of the motor by the sensorless control logic. Afterwards, in the stopped state, the position of the rotor is fixed in the aligned position.
- the sensorless control is directly started without the open-loop control by setting the aligned position of the rotor, i.e. the fixed position, to be an initial position at the motor restart point (i.e., a point T 2 in FIG. 5 ). This can remove a driving delay occurring in the related art and improve the response of motor control and driving.
- motor speeds and rotor positions i.e., angles
- motor speeds and rotor positions i.e., angles
- FIG. 8 motor speeds and rotor positions (i.e., angles) resulting from repeatedly driving and stopping the motor, performed by the improved method of performing initial position alignment in which the position of the rotor during a motor stopped period is fixed in be the position finally determined by the sensorless control logic, are illustrated in FIG. 8 .
- FIG. 8 illustrates rotor positions measured when the rotor is fixed in a 180° position, i.e., a finally estimated position, by applying a d-axis current during a motor stop state in order to determine whether or not a rotor is actually fixed in an intended position (i.e., angle).
- the rotor positions are measured using a separate Hall sensor.
- the Hall sensor used is a sensor having 60° resolution. When the rotor is positioned at an angle of 180°, the Hall sensor indicates 150° or 210°.
- FIGS. 9 A and 9 B analyze and compare motor movement examples in which position alignment has succeeded and failed.
- FIGS. 9 A and 9 B FIG. 9 A illustrates an example of success in which the rotor is positioned to an alignment target position during a motor stop state
- FIG. 9 B illustrates an example of failure in which the rotor is positioned to be misaligned from an alignment target position with a 180° error.
- “Current speed” indicates motor speeds
- “Estimated angle” indicates an angle finally estimated by the sensorless control logic when a speed of the motor has reached a predetermined reference speed when the motor is stopped.
- “Hall sensor angle” indicates angles (or positions) of the rotor measured by adding a separate Hall sensor. Although an actual sensorless motor is not provided with a Hall sensor, the angles of the rotor were measured by adding a Hall sensor for the purpose of comparison.
- the Hall sensor angle indicates the actual position of the rotor.
- the Hall sensor angle approaching the estimated angle means that the rotor is aligned to an intended position.
- the rotor position alignment is successful, a current is fixedly applied to the position of the estimated angle, obtained by the sensorless control logic, thereby generating induced magnetic flux. Consequently, the position of the rotor is fixed in a position consistent with the direction of magnetic flux generated by a permanent magnet of the rotor. As illustrated in FIG. 9 A , the actual angle of the rotor (i.e., Hall sensor angle) approaches the estimated angle.
- the estimated angle has an error of about 180° from the Hall sensor angle.
- the rotor when the position of the rotor is attempted to be fixed at a point in time at which the driving of the motor is stopped, the rotor further rotates due to inertia instead of stopping in the intended position. In this state, if a current is continuously applied to a specific position, the rotor may further rotate by about 180° from the intended position before stopping.
- pushing force and pulling force may be balanced, thereby fixing the rotor in the opposite position so as not to rotate in any direction.
- the present disclosure is intended to provide an improved method able to overcome problems occurring in a related-art sensorless control method in which open-loop control is performed at an early stage of driving when the driving of a motor is resumed after being stopped and occurring in a sensorless control method in which the position of a rotor of the motor is fixed and aligned in accordance with a finally estimated position value finally estimated by a sensorless control logic when the motor is stopped.
- a method of controlling a sensorless motor for an air compressor the method being able to overcome a rotor alignment failure problem in that a rotor is not aligned to an intended position by the rotor position alignment performed in accordance with the finally estimated position value when the motor is stopped.
- rotor position alignment is performed to control the rotor to be fixed in an alignment target position when the motor is stopped.
- This rotor position alignment is substantially the same as in the methods described above with reference to FIGS. 5 , 6 , and 7 A .
- the alignment position as intended may be a position of the rotor finally estimated by the sensorless control logic at a point in time at which a control unit or a controller determines that the motor is in the stopped state satisfying a predetermined condition (or motor stop determination point).
- the rotor is fixed in the position aligned during the motor stopping process (i.e., the alignment target position) before the driving of the motor is resumed later.
- an initial position of the rotor at a restart point of sensorless control is the final rotor position (i.e., the alignment target position) that has been fixed after being aligned in the motor stopping process.
- Sensorless control is started from the final position at the motor restart point at which the driving is resumed.
- the following motor driving and sensorless control are performed using the final position, i.e. the position of the rotor aligned during the previous motor stopping process, as the initial position.
- FIG. 6 illustrates motor speeds during the motor speed control process in which the motor is accelerated after the start of the driving of the motor, is maintained at a constant speed, and then is decelerated so as to be in the stopped state.
- the control unit While the control unit is decelerating the motor to a predetermined speed to stop the motor, if the speed of the motor reaches a predetermined reference speed, the motor is determined to be in a stopped state.
- the position of the rotor finally estimated by the sensorless control logic at a motor stop determination point, i.e. a point in time at which the motor is determined to be in the stopped state, is determined to be the alignment target position (or a fixed position).
- the reference speed may be determined to a positive (+) speed greater than 0 rpm.
- a d-axis current for controlling the position of the rotor to the alignment target position is applied to the motor so that the rotor of the motor can be fixed in the alignment target position, i.e. the position of the rotor finally estimated when the motor is determined to be in the stopped state. In this manner, the rotor is rotated to and fixed in the alignment target position.
- the d-axis current for moving (rotating) and fixing the rotor to the alignment target position is applied for a predetermined reference period of time. Due to the application of the d-axis current, the position of the rotor is moved to and fixed in the alignment target position.
- control unit stops all of PWM control processes of generating and outputting a PWM signal, and the motor stop state is maintained until the driving of the motor is resumed.
- the d-axis current for position alignment is applied to the motor.
- FIG. 10 is a block diagram schematically illustrating the configuration of a system for controlling a sensorless motor according to the present disclosure
- FIG. 11 is a graph illustrating a method of aligning the position of a rotor when a motor is stopped in a process of controlling a sensorless motor according to the present disclosure.
- FIG. 12 is a view illustrating the method of aligning the position of a rotor according to the present disclosure.
- current application states of the rotor, a stator, and stator coils, as well as magnetic flux induced to the stator are illustrated.
- the position and angle indicate the rotational position and the rotational angle of the rotor in a motor 121 .
- a control unit 110 determines that the motor is in a stopped state, and determines a finally estimated position value, i.e. a position of the rotor finally estimated by the sensorless control logic at a motor stop determination point, to be an alignment target position.
- control unit 110 determines the alignment start position by subtracting a predetermined alignment offset value from the alignment target position (i.e. angle) in a direction opposite to the direction of rotation of the rotor, and starts a control process for rotor position alignment from the alignment start position.
- control unit 110 controls an inverter 111 to apply a d-axis current to a motor 121 of an air compressor 120 to enable the rotor position alignment from the alignment start position.
- control unit 110 controls the position of the rotor to linearly change during a predetermined period of time until the position of the rotor reaches the alignment target position from the alignment start position determined as above.
- control unit 110 controls the phases of phase currents (U, V, and W phases), applied when the d-axis current is applied, so that the position of the rotor can linearly change from the alignment start position to the alignment target position.
- changing the position of the rotor means further rotating the rotor, and linearly changing the position of the rotor means changing the position of the rotor from the alignment start position to the alignment target position at a predetermined rate of change (or gradient).
- an alignment offset angle i.e., an angle between the alignment start position and the alignment target position
- a rotor rotation time from the alignment start position to the alignment target position is a time that can be previously tuned and changed for use.
- the control unit 110 starts to apply the d-axis current to the motor 121 when the rotor is in the alignment start position. Afterwards, the d-axis current is continuously applied until the rotor reaches the alignment target position.
- control unit 110 controls the phase of the current so that the position of the rotor linearly changes at the predetermined rate of change (or a gradient of angle) until the position of the rotor changes from the alignment start position to the alignment target position.
- the position of the rotor is continuously changed by induced magnetic flux generated by a current applied to the stator coils, so that the rotor position alignment is performed.
- the rotational inertia of the rotor is continuously reduced.
- the rotational inertia of the rotor is smaller than braking force caused by the induced magnetic flux, thereby fixing the rotor to an intended position.
- a d-axis current for moving (rotating) the rotor to the alignment target position is applied at this point in time.
- the d-axis current for controlling the position of the rotor to be a fixed position is applied without current phase control.
- the rotational inertia of the rotor is occasionally greater than braking force caused by the induced magnetic flux, so that the rotor further rotates halfway. Consequently, although not intended, the rotor is positioned in a direction opposite to the induced magnetic flux. Accordingly, the rotor is aligned to a position in which pushing force and pulling force are balanced, and thus, is stopped in that position, which is problematic.
- current control of continuously changing the position of the rotor from the alignment start position to the alignment target position i.e. current phase control of forcibly rotating the rotor so as to linearly change the position for a predetermined period of time, is performed.
- the rotor can continuously forcibly rotated from the alignment start position to the alignment target position to be in a position opposite to the induced magnetic flux, so that the rotor can continuously move instead of being stopped in a direction in which pushing force and pulling force are balanced. Consequently, the rotor can be accurately fixed in the alignment target position.
- FIG. 13 is a graph illustrating a control method for rotor position alignment according to the present disclosure, the control method being performed when the motor is stopped. As illustrated in FIG. 13 , a position alignment flag ⁇ circle around ( 1 ) ⁇ is defined to determine whether or not to perform the rotor position alignment.
- a forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ is defined to determine whether or not to forcibly rotate the rotor for the position alignment.
- Periods of time in which ⁇ circle around ( 1 ) ⁇ and ⁇ circle around ( 2 ) ⁇ are maintained are predetermined by the control unit 110 . Such a period of time can be tuned depending on the system.
- a period of time ⁇ circle around (a) ⁇ in FIG. 13 , in which the flag ⁇ circle around ( 1 ) ⁇ is maintained, is a position alignment time that is set such that position alignment is performed in the position alignment time.
- a period of time ⁇ circle around (b) ⁇ in FIG. 13 in which the flag ⁇ circle around ( 2 ) ⁇ is maintained, is a forced rotor rotation time, i.e. a period of time in which the rotor is forcibly rotated.
- the period of time ⁇ circle around (b) ⁇ is set such that the position of the rotor is linearly and continuously changed from the alignment start position to the alignment target position.
- the control unit 110 continuously generates and outputs a d-axis current instruction during the position alignment time ⁇ circle around (a) ⁇ , so that the inverter 111 can continuously apply a constant d-axis current to the motor 121 of the air compressor 120 .
- the control unit 110 continuously and forcibly rotates the rotor from the alignment start position to the alignment target position during the forced rotor rotation time ⁇ circle around (b) ⁇ , thereby linearly increasing the angle indicating the position of the rotor as illustrated in FIG. 13 .
- the position (or angle) of the rotor is maintained to be constant while the position alignment flag ⁇ circle around ( 1 ) ⁇ is being TRUE.
- the position alignment time ⁇ circle around (a) ⁇ defines a position alignment end point.
- the position alignment flag ⁇ circle around ( 1 ) ⁇ is changed to FALSE, so that the rotor position alignment is completed at the end point.
- FIGS. 14 A and 14 B are a flowchart illustrating an overall process of controlling a sensorless motor according to the present disclosure
- FIG. 15 is a flowchart more specifically illustrating processes of setting the position alignment flag and the forced rotor rotation flag in the control unit 110 in the process of controlling a sensorless motor according to the present disclosure.
- the control unit 110 determines whether or not a motor speed instruction is set to be a motor stopping instruction value, e.g. an instruction value 0 rpm, in S 1 .
- the control unit 110 reduces the speed of the motor by performing typical sensorless deceleration control to stop the motor in S 2 .
- the speed of the motor estimated by the control unit 110 using the sensorless control logic is compared with a predetermined reference speed rpm in S 3 . If the speed of the motor reaches and is slower than the reference speed, the motor is determined to be in a stopped state in S 4 .
- the control unit 110 starts position alignment, as illustrated in FIG. 15 , to set a position alignment flag ⁇ circle around ( 1 ) ⁇ (see FIG. 13 ) to be TRUE and, at the same time, a forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ (see FIG. 13 ) to be TRUE.
- control unit 110 sets the position alignment flag and the forced rotor rotation flag to be TRUE, and then, starts counting time, as illustrated in FIG. 15 .
- control unit 110 maintains the forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ to be TRUE until the time counted from a point in time at which the position alignment is started reaches the forced rotor rotation time ⁇ circle around (b) ⁇ (see FIG. 13 ).
- the forced motor rotation flag ⁇ circle around ( 2 ) ⁇ in the control unit 110 is set to be FALSE.
- control unit 110 maintains the position alignment flag ⁇ circle around ( 1 ) ⁇ (see FIG. 13 ) to be TRUE until the time counted reaches the position alignment time ⁇ circle around (a) ⁇ (see FIG. 13 ), even when the forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ is set to be FALSE after the forced rotor rotation time ⁇ circle around (b) ⁇ .
- the position alignment flag ⁇ circle around ( 1 ) ⁇ in the control unit 110 is set to be FALSE.
- the control unit 110 determines a finally estimated position value, i.e. a position of the rotor finally estimated by the sensorless control logic at the motor stop determination point, to be an alignment target position in S 5 .
- control unit 110 determines the alignment start position by subtracting an alignment offset angle, determined in a direction opposite to the direction of rotation of the rotor, from the alignment target position in S 6 .
- the control unit 110 starts to control the inverter 111 to apply a d-axis current for the rotor position alignment to the motor 121 of the air compressor 120 in order to move the position of the rotor to the alignment target position, in S 7 .
- the control unit 110 continuously applies the d-axis current (i.e. generates and outputs a PWM signal) to the motor 121 .
- the position alignment flag ⁇ circle around ( 1 ) ⁇ is changed to FALSE (i.e. at the position alignment end point in FIG. 13 ) after the passage of the position alignment time ⁇ circle around (a) ⁇ from the motor stop determination point, the control unit 110 stops the application of the d-axis current.
- control unit 110 performs current phase control to linearly change the position of the rotor from the alignment start position to the alignment target position while the forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ is being TRUE.
- phase currents such as U, V, and W phases
- the phases of phase currents are controlled so that the position of the rotor can linearly change (i.e. the angle of alignment of the rotor continuously and linearly changes in FIG. 13 ).
- the rotor is forcibly rotated from the alignment start position to the alignment target position in S 7 .
- the position of the rotor changes at a predetermined rate of change (e.g., a predetermined gradient of angle in FIG. 13 ) before reaching the alignment target position.
- the alignment offset angle and the forced rotor rotation time are values previously known to the control unit 110 .
- the rate of change in the position of the rotor defined by Formula 1 may be a value that is already known to the control unit 110 or that can be calculated by the control unit 110 .
- the position of the rotor changes at the rate of change from the alignment start position to the alignment target position, in a period of time from a forced rotor rotation start point (i.e. a point in time at which both flags are set to be TRUE) serving as a motor stop determination point to a forced rotor rotation end point (i.e. a point in time at which the forced rotor rotation flag is converted to FALSE), the position of the rotor may be estimated on the basis of the alignment start position and the rate of change in the position of the rotor.
- a forced rotor rotation start point i.e. a point in time at which both flags are set to be TRUE
- a forced rotor rotation end point i.e. a point in time at which the forced rotor rotation flag is converted to FALSE
- the position of the rotor between the alignment start position and the alignment target position may be estimated by Formula 2.
- Estimated position Alignment start position+(Rate of change ⁇ Time counted) (Formula 2)
- the “Estimated position” is an estimated value of the position of the rotor changing from the alignment start position to the alignment target position
- the “Rate of change” is the rate of change in the position of the rotor defined by Formula 1 above.
- the “Time counted” means a period of time counted from a point in time at which the two flags, i.e. both the position alignment flag ⁇ circle around ( 1 ) ⁇ and the forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ , are set to be TRUE, since the motor is determined to be in the stopped state by the control unit 110 .
- the position of the rotor estimated by Formula 2 may be used by the control unit 110 to control the position of the rotor.
- FIG. 16 is a flowchart illustrating a process of estimating the position of the rotor in the motor stopping process according to the present disclosure.
- the estimated position of the rotor is an estimated position value obtained by the sensorless control logic.
- the control unit 110 controls the phase of current applied to the motor 121 of the air compressor 120 via the inverter 111 , so that the rotor is forcibly rotated from the alignment start position to the alignment target position.
- the phase of the current is controlled so that the position of the rotor is linearly changed at a predetermined rate of change.
- the position of the rotor is estimated as a value of “Alignment start position+(Rate of change ⁇ Time counted)”, as represented by Formula 2.
- the estimated position of the rotor is the alignment target position when the position alignment flag ⁇ circle around ( 1 ) ⁇ is TRUE.
- the control unit 110 determines whether or not the time counted from the motor stop determination point has reached the predetermined forced rotor rotation time in S 8 . If the counted time has reached the forced rotor rotation time, the control unit 110 stops the current phase control for linearly changing the position of the rotor but continues the application of the d-axis current for fixing and maintaining the position of the rotor in the alignment target position in S 9 (See FIG. 14 B ).
- the forced rotor rotation flag ⁇ circle around ( 2 ) ⁇ in the control unit 110 is set to be FALSE, and the position alignment flag ⁇ circle around ( 1 ) ⁇ is maintained to be TRUE.
- control unit 110 determines whether or not the time counted after the start of the motor stop determination and the application of the d-axis current has reached the position alignment time in S 10 . If the counted time has reached the position alignment time, the control unit 110 stops the application of the d-axis current and the PWM control, thereby completing the rotor position alignment in S 11 .
- control unit 110 starts sensorless control over the motor 121 by setting the alignment target position to be an initial position in S 13 .
- FIG. 17 is a flowchart illustrating a process of determining a d-axis current instruction and a q-axis current instruction in accordance with the position alignment flag in the control unit according to the present disclosure. If the position alignment flag ⁇ circle around ( 1 ) ⁇ in the control unit 110 is TRUE, the d-axis current instruction is generated. As the control unit 110 performs the PWM output in accordance with the current instruction, the d-axis current may be applied to the motor 121 .
- the method of controlling a sensorless motor for an air compressor can improve speed control response at an early stage of the driving of the air compressor, thereby improving air supply response, stack output response, and vehicle acceleration performance of a fuel cell stack.
- the method of controlling a sensorless motor for an air compressor according to the present disclosure can overcome a rotor alignment failure problem in that a rotor may not be aligned to an intended position when the position of the rotor is aligned to a final position estimated by a sensorless control logic when the motor is stopped.
- the present disclosure can prevent the position alignment failure that may occasionally occur as illustrated in FIG. 8 .
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Abstract
Description
Rate of change in position of rotor=(Alignment offset angle)/(Forced rotor rotation time) (Formula 1)
Estimated position=Alignment start position+(Rate of change×Time counted) (Formula 2)
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| KR1020190124272A KR102727974B1 (en) | 2019-10-08 | 2019-10-08 | Control method for sensorless motor of air compressor |
| KR10-2019-0124272 | 2019-10-08 |
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Also Published As
| Publication number | Publication date |
|---|---|
| KR20210041712A (en) | 2021-04-16 |
| US20210104968A1 (en) | 2021-04-08 |
| KR102727974B1 (en) | 2024-11-07 |
| CN112628129A (en) | 2021-04-09 |
| CN112628129B (en) | 2024-11-01 |
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